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Actively looking for full-time opportunities starting Summer 2024!
Check out my personal webpage for more details about my experience and skills

I am a PPG Fellow and 4th year Chemical Engineering Ph.D. candidate at UMass Amherst. I use a variety of computational and analytical methods to study the phase behavior of synthetic and biological systems in the Muthukumar Group.

Selected projects:

  • Using convolutional neural networks on volumetric data to predict adsorption properties in nanoporous materials [Ref]
  • Spinodal decomposition via the Cahn-Hilliard equation [repo]
  • Autograder for the senior lab course I have TA'ed [repo]

Projects in the pipeline:

  • Developing theory for polyzwitterion-polyelectrolyte complexation
  • Using explainable machine learning to study how monomer sequence impacts microphase behavior

Languages and Tools:

Python C shell script NumPy Pandas sklearn PyTorch Matplotlib Docker LaTeX NeoVim

Sam Hoover's Projects

chan-ml icon chan-ml

Using neural networks to predict Henry's constant from zeolite chemistry and channel descriptors.

ising-model icon ising-model

Python implementation of 1d and 2d Ising models in Jupyter notebooks

nvim-config icon nvim-config

Fork of jdhao's nvim-config: A modern Neovim configuration with full battery for Python, Lua, C++, Markdown, LaTeX, and more...

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